Advanced Usage

This document describes the comprehensive enhancements made to CloudScraper to bypass the majority of Cloudflare-protected websites.

Overview of Enhancements

The enhanced CloudScraper includes 11 major new systems:

1. Hybrid Engine: TLS-Chameleon + Py-Parkour Browser Bridge
2. Enhanced TLS Fingerprinting: JA3 randomization and cipher rotation
3. Advanced Anti-Detection: Traffic pattern obfuscation and payload spoofing
4. ML-Based Fingerprint Resistance: Machine learning-based detection evasion
5. Intelligent Challenge Detection: Automated challenge recognition
6. Adaptive Timing Algorithms: Human-like behavior simulation
7. Enhanced WebGL & Canvas Spoofing: Coordinated fingerprint generation
8. Request Signing & Payload Obfuscation: Advanced request manipulation
9. ML-Based Bypass Optimization: Learning from success/failure patterns
10. Automation Bypass: Masking Playwright/Chromium indicators
11. Behavioral Patterns: Integrated mouse/scroll simulation

Feature Details

1. The Hybrid Engine (hybrid_engine.py)

Purpose: The most powerful bypass mechanism available, combining the speed of HTTP requests with the capability of a real browser.

Key Components: - TLS-Chameleon (curl_cffi): Provides low-level TLS fingerprint spoofing (JA3/JA4). - Py-Parkour (playwright): Acts as a "Browser Bridge". - HybridEngine: Coordinates the handoff.

Usage:

scraper = cloudscraper.create_scraper(
    interpreter='hybrid',
    impersonate='chrome120'
)

[... content from ENHANCED_FEATURES.md would continue here ...]